Ioannis Antonoglou
7 papers · 2018–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Reinforcement Learning
(6)
Applications · Reinforcement Learning
(5)
Methods
(5)
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
monte carlo tree search
(5)
model-based reinforcement learning
(4)
offline reinforcement learning
(1)
policy optimization
(1)
gradient-based optimization
(1)
model-based learning
(1)
vector quantization
(1)
value function
(1)
policy iteration
(1)
continuous control
(1)
partial observability
(1)
stochastic model
(1)
partially observable environment
(1)
latent variable
(1)
planning algorithm
(1)
action space
(1)
beam search
(1)
latent planning
(1)
alpha zero
(1)
sampled policy iteration
(1)
Papers
Planning in Stochastic Environments with a Learned Model
ICLR 2022
Learning and Planning in Complex Action Spaces
ICML 2021
Machine Translation Decoding beyond Beam Search
EMNLP 2021
Online and Offline Reinforcement Learning by Planning with a Learned Model
NeurIPS 2021
Vector Quantized Models for Planning
ICML 2021
Monte-Carlo Tree Search as Regularized Policy Optimization
ICML 2020
Learning to search with MCTSnets
ICML 2018